demo__pct_american_indian_or_alaskan_native and demo__pct_asian have similar distributions
Similar Distribution
health__pct_adult_smoking has 464 (14.51%) missing values
Missing
health__pct_low_birthweight has 182 (5.69%) missing values
Missing
health__pct_excessive_drinking has 978 (30.58%) missing values
Missing
health__homicides_per_100k has 1967 (61.51%) missing values
Missing
health__motor_vehicle_crash_deaths_per_100k has 417 (13.04%) missing values
Missing
health__pop_per_dentist has 244 (7.63%) missing values
Missing
health__pop_per_primary_care_physician has 230 (7.19%) missing values
Missing
demo__pct_female is skewed
Skewed
demo__pct_hispanic is skewed
Skewed
demo__pct_non_hispanic_african_american is skewed
Skewed
demo__pct_non_hispanic_white is skewed
Skewed
demo__pct_american_indian_or_alaskan_native is skewed
Skewed
demo__pct_asian is skewed
Skewed
demo__birth_rate_per_1k is skewed
Skewed
demo__death_rate_per_1k is skewed
Skewed
health__air_pollution_particulate_matter is skewed
Skewed
health__homicides_per_100k is skewed
Skewed
health__pop_per_dentist is skewed
Skewed
health__pop_per_primary_care_physician is skewed
Skewed
yr has constant length 1
Constant Length
demo__pct_non_hispanic_african_american has 286 (8.94%) zeros
Zeros
demo__pct_american_indian_or_alaskan_native has 552 (17.26%) zeros
Zeros
demo__pct_asian has 522 (16.32%) zeros
Zeros
1
2
3
Variables
row_id
numerical
Approximate Distinct Count
3198
Approximate Unique (%)
100.0%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
3156.6926
Minimum
0
Maximum
6277
Zeros
1
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
row_id is skewed left (γ1 = -0.0274)
Quantile Statistics
Minimum
0
5-th Percentile
282.85
Q1
1561.75
Median
3198.5
Q3
4723.75
95-th Percentile
5970.15
Maximum
6277
Range
6277
IQR
3162
Descriptive Statistics
Mean
3156.6926
Standard Deviation
1823.9593
Variance
3.3268e+06
Sum
1.0095e+07
Skewness
-0.02744
Kurtosis
-1.2048
Coefficient of Variation
0.5778
area__rucc
categorical
Approximate Distinct Count
9
Approximate Unique (%)
0.3%
Missing
0
Missing (%)
0.0%
Memory Size
445366
Length
Mean
74.2639
Standard Deviation
10.3563
Median
72
Minimum
63
Maximum
93
Sample
1st row
Nonmetro - Complet...
2nd row
Nonmetro - Urban p...
3rd row
Nonmetro - Complet...
4th row
Nonmetro - Urban p...
5th row
Metro - Counties i...
Letter
Count
170378
Lowercase Letter
163982
Space Separator
39372
Uppercase Letter
6396
Dash Punctuation
3198
Decimal Number
18690
area__urban_influence
categorical
Approximate Distinct Count
12
Approximate Unique (%)
0.4%
Missing
0
Missing (%)
0.0%
Memory Size
413390
The largest value (Small-in a metro area with fewer than 1 million residents) is over 1.59 times larger than the second
largest value (Large-in a metro area with at least 1 million residents or more)
Length
Mean
64.2652
Standard Deviation
17.9483
Median
63
Minimum
38
Maximum
98
Sample
1st row
Noncore adjacent t...
2nd row
Micropolitan adjac...
3rd row
Noncore adjacent t...
4th row
Noncore adjacent t...
5th row
Large-in a metro a...
Letter
Count
161410
Lowercase Letter
158212
Space Separator
33730
Uppercase Letter
3198
Dash Punctuation
1334
Decimal Number
7238
econ__economic_typology
categorical
Approximate Distinct Count
6
Approximate Unique (%)
0.2%
Missing
0
Missing (%)
0.0%
Memory Size
264148
The largest value (Nonspecialized) is over 2.56 times larger than the second
largest value (Manufacturing-dependent)
Length
Mean
17.5979
Standard Deviation
7.0882
Median
14
Minimum
10
Maximum
34
Sample
1st row
Federal/State gove...
2nd row
Manufacturing-depe...
3rd row
Federal/State gove...
4th row
Federal/State gove...
5th row
Nonspecialized
Letter
Count
53878
Lowercase Letter
50290
Space Separator
390
Uppercase Letter
3588
Dash Punctuation
1620
Decimal Number
0
The top 2 categories (Nonspecialized, Manufacturing-dependent) take over 50.0%
The largest value (nonspecialized) is over 2.56 times larger than the second
largest value (manufacturingdependent)
econ__pct_civilian_labor
numerical
Approximate Distinct Count
382
Approximate Unique (%)
11.9%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
0.4671
Minimum
0.217
Maximum
1
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
econ__pct_civilian_labor is skewed right (γ1 = 0.6605)
Quantile Statistics
Minimum
0.217
5-th Percentile
0.35
Q1
0.42
Median
0.467
Q3
0.514
95-th Percentile
0.574
Maximum
1
Range
0.783
IQR
0.094
Descriptive Statistics
Mean
0.4671
Standard Deviation
0.07454
Variance
0.005556
Sum
1493.693
Skewness
0.6605
Kurtosis
3.9966
Coefficient of Variation
0.1596
econ__pct_civilian_labor is not normally distributed (p-value 0.0017048306524887191)
econ__pct_civilian_labor has 54 outliers
econ__pct_unemployment
numerical
Approximate Distinct Count
141
Approximate Unique (%)
4.4%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
0.05961
Minimum
0.008
Maximum
0.24
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
econ__pct_unemployment is skewed right (γ1 = 1.2828)
Quantile Statistics
Minimum
0.008
5-th Percentile
0.029
Q1
0.043
Median
0.057
Q3
0.071
95-th Percentile
0.09915
Maximum
0.24
Range
0.232
IQR
0.028
Descriptive Statistics
Mean
0.05961
Standard Deviation
0.02285
Variance
0.00052211
Sum
190.634
Skewness
1.2828
Kurtosis
4.4168
Coefficient of Variation
0.3833
econ__pct_unemployment is not normally distributed (p-value 0.0004975468347543388)
econ__pct_unemployment has 77 outliers
econ__pct_uninsured_adults
numerical
Approximate Distinct Count
341
Approximate Unique (%)
10.7%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.2175
Minimum
0.046
Maximum
0.495
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
econ__pct_uninsured_adults is skewed right (γ1 = 0.3574)
Quantile Statistics
Minimum
0.046
5-th Percentile
0.115
Q1
0.166
Median
0.216
Q3
0.262
95-th Percentile
0.33
Maximum
0.495
Range
0.449
IQR
0.096
Descriptive Statistics
Mean
0.2175
Standard Deviation
0.06737
Variance
0.004539
Sum
695.239
Skewness
0.3574
Kurtosis
0.03429
Coefficient of Variation
0.3097
econ__pct_uninsured_adults is not normally distributed (p-value 5.8997261044262225e-08)
econ__pct_uninsured_adults has 24 outliers
econ__pct_uninsured_children
numerical
Approximate Distinct Count
215
Approximate Unique (%)
6.7%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.08592
Minimum
0.009
Maximum
0.285
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
econ__pct_uninsured_children is skewed right (γ1 = 1.1828)
Quantile Statistics
Minimum
0.009
5-th Percentile
0.037
Q1
0.057
Median
0.077
Q3
0.105
95-th Percentile
0.165
Maximum
0.285
Range
0.276
IQR
0.048
Descriptive Statistics
Mean
0.08592
Standard Deviation
0.04
Variance
0.0016
Sum
274.601
Skewness
1.1828
Kurtosis
1.7507
Coefficient of Variation
0.4656
econ__pct_uninsured_children has 106 outliers
demo__pct_female
numerical
Approximate Distinct Count
173
Approximate Unique (%)
5.4%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.4988
Minimum
0.294
Maximum
0.576
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_female is skewed left (γ1 = -2.9687)
Quantile Statistics
Minimum
0.294
5-th Percentile
0.457
Q1
0.493
Median
0.503
Q3
0.512
95-th Percentile
0.524
Maximum
0.576
Range
0.282
IQR
0.019
Descriptive Statistics
Mean
0.4988
Standard Deviation
0.02425
Variance
0.0005881
Sum
1594.103
Skewness
-2.9687
Kurtosis
14.5189
Coefficient of Variation
0.04862
demo__pct_female is not normally distributed (p-value 1.0006195397191985e-09)
demo__pct_female has 223 outliers
demo__pct_below_18_years_of_age
numerical
Approximate Distinct Count
219
Approximate Unique (%)
6.9%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.2278
Minimum
0.098
Maximum
0.417
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_below_18_years_of_age is skewed right (γ1 = 0.5708)
Quantile Statistics
Minimum
0.098
5-th Percentile
0.175
Q1
0.207
Median
0.226
Q3
0.2452
95-th Percentile
0.287
Maximum
0.417
Range
0.319
IQR
0.03825
Descriptive Statistics
Mean
0.2278
Standard Deviation
0.03429
Variance
0.001176
Sum
727.931
Skewness
0.5708
Kurtosis
1.7718
Coefficient of Variation
0.1506
demo__pct_below_18_years_of_age is not normally distributed (p-value 0.000552590688147012)
demo__pct_below_18_years_of_age has 121 outliers
demo__pct_aged_65_years_and_older
numerical
Approximate Distinct Count
249
Approximate Unique (%)
7.8%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.1701
Minimum
0.043
Maximum
0.355
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_aged_65_years_and_older is skewed right (γ1 = 0.5032)
Quantile Statistics
Minimum
0.043
5-th Percentile
0.104
Q1
0.142
Median
0.167
Q3
0.194
95-th Percentile
0.2472
Maximum
0.355
Range
0.312
IQR
0.052
Descriptive Statistics
Mean
0.1701
Standard Deviation
0.04359
Variance
0.0019
Sum
543.758
Skewness
0.5032
Kurtosis
0.6914
Coefficient of Variation
0.2562
demo__pct_aged_65_years_and_older has 80 outliers
demo__pct_hispanic
numerical
Approximate Distinct Count
458
Approximate Unique (%)
14.3%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.09023
Minimum
0
Maximum
0.945
Zeros
24
Zeros (%)
0.8%
Negatives
0
Negatives (%)
0.0%
demo__pct_hispanic is skewed right (γ1 = 3.0223)
Quantile Statistics
Minimum
0
5-th Percentile
0.007
Q1
0.019
Median
0.035
Q3
0.088
95-th Percentile
0.4133
Maximum
0.945
Range
0.945
IQR
0.069
Descriptive Statistics
Mean
0.09023
Standard Deviation
0.1427
Variance
0.02037
Sum
288.386
Skewness
3.0223
Kurtosis
9.9933
Coefficient of Variation
1.5815
demo__pct_hispanic is not normally distributed (p-value 6.382976457232302e-16)
demo__pct_hispanic has 393 outliers
demo__pct_non_hispanic_african_american
numerical
Approximate Distinct Count
498
Approximate Unique (%)
15.6%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.09112
Minimum
0
Maximum
0.855
Zeros
286
Zeros (%)
8.9%
Negatives
0
Negatives (%)
0.0%
demo__pct_non_hispanic_african_american is skewed right (γ1 = 2.269)
Quantile Statistics
Minimum
0
5-th Percentile
0
Q1
0.006
Median
0.022
Q3
0.09625
95-th Percentile
0.4253
Maximum
0.855
Range
0.855
IQR
0.09025
Descriptive Statistics
Mean
0.09112
Standard Deviation
0.1471
Variance
0.02164
Sum
291.209
Skewness
2.269
Kurtosis
5.0693
Coefficient of Variation
1.6145
demo__pct_non_hispanic_african_american is not normally distributed (p-value 3.102298024831163e-23)
demo__pct_non_hispanic_african_american has 470 outliers
demo__pct_non_hispanic_white
numerical
Approximate Distinct Count
715
Approximate Unique (%)
22.4%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.7702
Minimum
0.06
Maximum
0.998
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_non_hispanic_white is skewed left (γ1 = -1.1649)
Quantile Statistics
Minimum
0.06
5-th Percentile
0.3387
Q1
0.648
Median
0.854
Q3
0.936
95-th Percentile
0.97
Maximum
0.998
Range
0.938
IQR
0.288
Descriptive Statistics
Mean
0.7702
Standard Deviation
0.2079
Variance
0.04322
Sum
2461.582
Skewness
-1.1649
Kurtosis
0.5787
Coefficient of Variation
0.2699
demo__pct_non_hispanic_white is not normally distributed (p-value 1.3593923786650124e-09)
demo__pct_non_hispanic_white has 66 outliers
demo__pct_american_indian_or_alaskan_native
numerical
Approximate Distinct Count
208
Approximate Unique (%)
6.5%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.02466
Minimum
0
Maximum
0.852
Zeros
552
Zeros (%)
17.3%
Negatives
0
Negatives (%)
0.0%
demo__pct_american_indian_or_alaskan_native is skewed right (γ1 = 6.923)
Quantile Statistics
Minimum
0
5-th Percentile
0
Q1
0.002
Median
0.007
Q3
0.014
95-th Percentile
0.08225
Maximum
0.852
Range
0.852
IQR
0.012
Descriptive Statistics
Mean
0.02466
Standard Deviation
0.08463
Variance
0.007163
Sum
78.809
Skewness
6.923
Kurtosis
52.2008
Coefficient of Variation
3.4322
demo__pct_american_indian_or_alaskan_native is not normally distributed (p-value 9.196095679332495e-25)
demo__pct_american_indian_or_alaskan_native has 328 outliers
demo__pct_asian
numerical
Approximate Distinct Count
130
Approximate Unique (%)
4.1%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.0133
Minimum
0
Maximum
0.346
Zeros
522
Zeros (%)
16.3%
Negatives
0
Negatives (%)
0.0%
demo__pct_asian is skewed right (γ1 = 6.2201)
Quantile Statistics
Minimum
0
5-th Percentile
0
Q1
0.003
Median
0.007
Q3
0.013
95-th Percentile
0.048
Maximum
0.346
Range
0.346
IQR
0.01
Descriptive Statistics
Mean
0.0133
Standard Deviation
0.02537
Variance
0.00064341
Sum
42.518
Skewness
6.2201
Kurtosis
54.7558
Coefficient of Variation
1.9067
demo__pct_asian is not normally distributed (p-value 1.8560223933082724e-19)
demo__pct_asian has 338 outliers
demo__pct_adults_less_than_a_high_school_diploma
numerical
Approximate Distinct Count
2644
Approximate Unique (%)
82.7%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
0.1488
Minimum
0.01613
Maximum
0.4669
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_adults_less_than_a_high_school_diploma is skewed right (γ1 = 0.8132)
Quantile Statistics
Minimum
0.01613
5-th Percentile
0.05969
Q1
0.09747
Median
0.1335
Q3
0.1952
95-th Percentile
0.2706
Maximum
0.4669
Range
0.4507
IQR
0.0977
Descriptive Statistics
Mean
0.1488
Standard Deviation
0.06825
Variance
0.004659
Sum
475.8427
Skewness
0.8132
Kurtosis
0.5958
Coefficient of Variation
0.4587
demo__pct_adults_less_than_a_high_school_diploma has 39 outliers
demo__pct_adults_with_high_school_diploma
numerical
Approximate Distinct Count
2677
Approximate Unique (%)
83.7%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
0.3503
Minimum
0.07282
Maximum
0.5517
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_adults_with_high_school_diploma is skewed left (γ1 = -0.3331)
Quantile Statistics
Minimum
0.07282
5-th Percentile
0.2254
Q1
0.3059
Median
0.3557
Q3
0.3992
95-th Percentile
0.459
Maximum
0.5517
Range
0.4789
IQR
0.09328
Descriptive Statistics
Mean
0.3503
Standard Deviation
0.07053
Variance
0.004975
Sum
1120.2585
Skewness
-0.3331
Kurtosis
0.114
Coefficient of Variation
0.2014
demo__pct_adults_with_high_school_diploma has 28 outliers
demo__pct_adults_with_some_college
numerical
Approximate Distinct Count
2547
Approximate Unique (%)
79.6%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
0.3014
Minimum
0.1128
Maximum
0.4742
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_adults_with_some_college is skewed right (γ1 = 0.0223)
Quantile Statistics
Minimum
0.1128
5-th Percentile
0.216
Q1
0.2654
Median
0.3016
Q3
0.336
95-th Percentile
0.3912
Maximum
0.4742
Range
0.3614
IQR
0.07061
Descriptive Statistics
Mean
0.3014
Standard Deviation
0.0525
Variance
0.002756
Sum
963.7684
Skewness
0.02233
Kurtosis
-0.06116
Coefficient of Variation
0.1742
demo__pct_adults_with_some_college is not normally distributed (p-value 0.0011681209251324833)
demo__pct_adults_with_some_college has 23 outliers
demo__pct_adults_bachelors_or_higher
numerical
Approximate Distinct Count
2650
Approximate Unique (%)
82.9%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
0.1995
Minimum
0.01399
Maximum
0.7949
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__pct_adults_bachelors_or_higher is skewed right (γ1 = 1.6159)
Quantile Statistics
Minimum
0.01399
5-th Percentile
0.1006
Q1
0.1388
Median
0.1772
Q3
0.2333
95-th Percentile
0.3769
Maximum
0.7949
Range
0.7809
IQR
0.09442
Descriptive Statistics
Mean
0.1995
Standard Deviation
0.08916
Variance
0.007949
Sum
638.1304
Skewness
1.6159
Kurtosis
3.636
Coefficient of Variation
0.4468
demo__pct_adults_bachelors_or_higher is not normally distributed (p-value 2.0393517893440114e-05)
demo__pct_adults_bachelors_or_higher has 161 outliers
demo__birth_rate_per_1k
numerical
Approximate Distinct Count
25
Approximate Unique (%)
0.8%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
11.677
Minimum
4
Maximum
29
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
demo__birth_rate_per_1k is skewed right (γ1 = 1.0052)
Quantile Statistics
Minimum
4
5-th Percentile
8
Q1
10
Median
11
Q3
13
95-th Percentile
16
Maximum
29
Range
25
IQR
3
Descriptive Statistics
Mean
11.677
Standard Deviation
2.7395
Variance
7.505
Sum
37343
Skewness
1.0052
Kurtosis
3.2817
Coefficient of Variation
0.2346
demo__birth_rate_per_1k is not normally distributed (p-value 2.4246586186639145e-09)
demo__birth_rate_per_1k has 116 outliers
demo__death_rate_per_1k
numerical
Approximate Distinct Count
25
Approximate Unique (%)
0.8%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
10.3011
Minimum
0
Maximum
27
Zeros
2
Zeros (%)
0.1%
Negatives
0
Negatives (%)
0.0%
demo__death_rate_per_1k is skewed right (γ1 = 0.1308)
Quantile Statistics
Minimum
0
5-th Percentile
6
Q1
8
Median
10
Q3
12
95-th Percentile
15
Maximum
27
Range
27
IQR
4
Descriptive Statistics
Mean
10.3011
Standard Deviation
2.7861
Variance
7.7626
Sum
32943
Skewness
0.1308
Kurtosis
0.805
Coefficient of Variation
0.2705
demo__death_rate_per_1k is not normally distributed (p-value 1.4330264043069747e-07)
demo__death_rate_per_1k has 19 outliers
health__pct_adult_obesity
numerical
Approximate Distinct Count
259
Approximate Unique (%)
8.1%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.3076
Minimum
0.14
Maximum
0.484
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pct_adult_obesity is skewed left (γ1 = -0.2804)
Quantile Statistics
Minimum
0.14
5-th Percentile
0.23
Q1
0.284
Median
0.309
Q3
0.334
95-th Percentile
0.374
Maximum
0.484
Range
0.344
IQR
0.05
Descriptive Statistics
Mean
0.3076
Standard Deviation
0.0434
Variance
0.001884
Sum
983.087
Skewness
-0.2804
Kurtosis
0.9464
Coefficient of Variation
0.1411
health__pct_adult_obesity is not normally distributed (p-value 0.007400439295653403)
health__pct_adult_obesity has 111 outliers
health__pct_adult_smoking
numerical
Approximate Distinct Count
331
Approximate Unique (%)
12.1%
Missing
464
Missing (%)
14.5%
Infinite
0
Infinite (%)
0.0%
Memory Size
43744
Mean
0.2135
Minimum
0.05
Maximum
0.526
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pct_adult_smoking is skewed right (γ1 = 0.6223)
Quantile Statistics
Minimum
0.05
5-th Percentile
0.1197
Q1
0.171
Median
0.211
Q3
0.2497
95-th Percentile
0.3243
Maximum
0.526
Range
0.476
IQR
0.07875
Descriptive Statistics
Mean
0.2135
Standard Deviation
0.06309
Variance
0.00398
Sum
583.76
Skewness
0.6223
Kurtosis
1.1515
Coefficient of Variation
0.2955
health__pct_adult_smoking has 52 outliers
health__pct_diabetes
numerical
Approximate Distinct Count
143
Approximate Unique (%)
4.5%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.1093
Minimum
0.033
Maximum
0.197
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pct_diabetes is skewed right (γ1 = 0.1658)
Quantile Statistics
Minimum
0.033
5-th Percentile
0.072
Q1
0.094
Median
0.109
Q3
0.124
95-th Percentile
0.149
Maximum
0.197
Range
0.164
IQR
0.03
Descriptive Statistics
Mean
0.1093
Standard Deviation
0.0232
Variance
0.00053809
Sum
349.28
Skewness
0.1658
Kurtosis
0.1562
Coefficient of Variation
0.2123
health__pct_diabetes has 42 outliers
health__pct_low_birthweight
numerical
Approximate Distinct Count
140
Approximate Unique (%)
4.6%
Missing
182
Missing (%)
5.7%
Infinite
0
Infinite (%)
0.0%
Memory Size
48256
Mean
0.08353
Minimum
0.025
Maximum
0.232
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pct_low_birthweight is skewed right (γ1 = 1.0033)
Quantile Statistics
Minimum
0.025
5-th Percentile
0.054
Q1
0.068
Median
0.08
Q3
0.095
95-th Percentile
0.126
Maximum
0.232
Range
0.207
IQR
0.027
Descriptive Statistics
Mean
0.08353
Standard Deviation
0.02238
Variance
0.00050096
Sum
251.94
Skewness
1.0033
Kurtosis
1.7401
Coefficient of Variation
0.2679
health__pct_low_birthweight is not normally distributed (p-value 0.001155866288520325)
health__pct_low_birthweight has 99 outliers
health__pct_excessive_drinking
numerical
Approximate Distinct Count
248
Approximate Unique (%)
11.2%
Missing
978
Missing (%)
30.6%
Infinite
0
Infinite (%)
0.0%
Memory Size
35520
Mean
0.1648
Minimum
0.038
Maximum
0.358
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pct_excessive_drinking is skewed right (γ1 = 0.2426)
Quantile Statistics
Minimum
0.038
5-th Percentile
0.087
Q1
0.129
Median
0.164
Q3
0.196
95-th Percentile
0.256
Maximum
0.358
Range
0.32
IQR
0.067
Descriptive Statistics
Mean
0.1648
Standard Deviation
0.05023
Variance
0.002523
Sum
365.928
Skewness
0.2426
Kurtosis
-0.06963
Coefficient of Variation
0.3047
health__pct_excessive_drinking has 13 outliers
health__pct_physical_inacticity
numerical
Approximate Distinct Count
277
Approximate Unique (%)
8.7%
Missing
2
Missing (%)
0.1%
Infinite
0
Infinite (%)
0.0%
Memory Size
51136
Mean
0.2773
Minimum
0.097
Maximum
0.443
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pct_physical_inacticity is skewed left (γ1 = -0.2077)
Quantile Statistics
Minimum
0.097
5-th Percentile
0.184
Q1
0.243
Median
0.28
Q3
0.313
95-th Percentile
0.362
Maximum
0.443
Range
0.346
IQR
0.07
Descriptive Statistics
Mean
0.2773
Standard Deviation
0.05295
Variance
0.002803
Sum
886.28
Skewness
-0.2077
Kurtosis
-0.1533
Coefficient of Variation
0.1909
health__pct_physical_inacticity has 15 outliers
health__air_pollution_particulate_matter
numerical
Approximate Distinct Count
9
Approximate Unique (%)
0.3%
Missing
28
Missing (%)
0.9%
Infinite
0
Infinite (%)
0.0%
Memory Size
50720
Mean
11.6265
Minimum
7
Maximum
15
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__air_pollution_particulate_matter is skewed left (γ1 = -0.3478)
Quantile Statistics
Minimum
7
5-th Percentile
9
Q1
10
Median
12
Q3
13
95-th Percentile
14
Maximum
15
Range
8
IQR
3
Descriptive Statistics
Mean
11.6265
Standard Deviation
1.5449
Variance
2.3868
Sum
36856
Skewness
-0.3478
Kurtosis
-0.7363
Coefficient of Variation
0.1329
health__air_pollution_particulate_matter is not normally distributed (p-value 2.258375926968164e-12)
health__homicides_per_100k
numerical
Approximate Distinct Count
606
Approximate Unique (%)
49.2%
Missing
1967
Missing (%)
61.5%
Infinite
0
Infinite (%)
0.0%
Memory Size
19696
Mean
5.9507
Minimum
-0.39
Maximum
51.49
Zeros
2
Zeros (%)
0.1%
Negatives
6
Negatives (%)
0.2%
health__homicides_per_100k is skewed right (γ1 = 2.7336)
Quantile Statistics
Minimum
-0.39
5-th Percentile
0.9
Q1
2.66
Median
4.84
Q3
7.825
95-th Percentile
15.095
Maximum
51.49
Range
51.88
IQR
5.165
Descriptive Statistics
Mean
5.9507
Standard Deviation
5.0634
Variance
25.6378
Sum
7325.37
Skewness
2.7336
Kurtosis
13.7187
Coefficient of Variation
0.8509
health__homicides_per_100k is not normally distributed (p-value 5.945559488607543e-07)
health__homicides_per_100k has 57 outliers
health__motor_vehicle_crash_deaths_per_100k
numerical
Approximate Distinct Count
1920
Approximate Unique (%)
69.0%
Missing
417
Missing (%)
13.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
44496
Mean
21.1161
Minimum
3.09
Maximum
110.45
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__motor_vehicle_crash_deaths_per_100k is skewed right (γ1 = 1.3017)
Quantile Statistics
Minimum
3.09
5-th Percentile
7.51
Q1
13.46
Median
19.63
Q3
26.47
95-th Percentile
39.89
Maximum
110.45
Range
107.36
IQR
13.01
Descriptive Statistics
Mean
21.1161
Standard Deviation
10.517
Variance
110.607
Sum
58723.81
Skewness
1.3017
Kurtosis
4.0447
Coefficient of Variation
0.4981
health__motor_vehicle_crash_deaths_per_100k is not normally distributed (p-value 0.001744953117038342)
health__motor_vehicle_crash_deaths_per_100k has 69 outliers
health__pop_per_dentist
numerical
Approximate Distinct Count
1175
Approximate Unique (%)
39.8%
Missing
244
Missing (%)
7.6%
Infinite
0
Infinite (%)
0.0%
Memory Size
47264
Mean
3431.4428
Minimum
339
Maximum
28129
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pop_per_dentist is skewed right (γ1 = 2.8982)
Quantile Statistics
Minimum
339
5-th Percentile
1190
Q1
1812.25
Median
2690
Q3
4089.75
95-th Percentile
8296
Maximum
28129
Range
27790
IQR
2277.5
Descriptive Statistics
Mean
3431.4428
Standard Deviation
2569.4444
Variance
6.602e+06
Sum
1.0136e+07
Skewness
2.8982
Kurtosis
13.9619
Coefficient of Variation
0.7488
health__pop_per_dentist is not normally distributed (p-value 4.010850957115903e-10)
health__pop_per_dentist has 196 outliers
health__pop_per_primary_care_physician
numerical
Approximate Distinct Count
935
Approximate Unique (%)
31.5%
Missing
230
Missing (%)
7.2%
Infinite
0
Infinite (%)
0.0%
Memory Size
47488
Mean
2551.3497
Minimum
189
Maximum
23400
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
health__pop_per_primary_care_physician is skewed right (γ1 = 3.588)
Quantile Statistics
Minimum
189
5-th Percentile
880
Q1
1419
Median
1999
Q3
2859
95-th Percentile
6339
Maximum
23400
Range
23211
IQR
1440
Descriptive Statistics
Mean
2551.3497
Standard Deviation
2100.4759
Variance
4.412e+06
Sum
7.5724e+06
Skewness
3.588
Kurtosis
18.3352
Coefficient of Variation
0.8233
health__pop_per_primary_care_physician is not normally distributed (p-value 1.2437410703181242e-11)
health__pop_per_primary_care_physician has 241 outliers
yr
categorical
Approximate Distinct Count
2
Approximate Unique (%)
0.1%
Missing
0
Missing (%)
0.0%
Memory Size
211068
Length
Mean
1
Standard Deviation
0
Median
1
Minimum
1
Maximum
1
Sample
1st row
b
2nd row
b
3rd row
b
4th row
b
5th row
a
Letter
Count
3198
Lowercase Letter
3198
Space Separator
0
Uppercase Letter
0
Dash Punctuation
0
Decimal Number
0
The top 2 categories (a, b) take over 50.0%
yr has words of constant length
poverty_rate
numerical
Approximate Distinct Count
341
Approximate Unique (%)
10.7%
Missing
0
Missing (%)
0.0%
Infinite
0
Infinite (%)
0.0%
Memory Size
51168
Mean
16.8171
Minimum
2.5
Maximum
47.4
Zeros
0
Zeros (%)
0.0%
Negatives
0
Negatives (%)
0.0%
poverty_rate is skewed right (γ1 = 1.0479)
Quantile Statistics
Minimum
2.5
5-th Percentile
8.1
Q1
12
Median
15.8
Q3
20.3
95-th Percentile
29.1
Maximum
47.4
Range
44.9
IQR
8.3
Descriptive Statistics
Mean
16.8171
Standard Deviation
6.698
Variance
44.8628
Sum
53781.2
Skewness
1.0479
Kurtosis
1.6622
Coefficient of Variation
0.3983
poverty_rate is not normally distributed (p-value 0.007283774432224662)